StackBytes
My notebook on LLM systems

How AMD MI300X Hardware Shapes Inference Optimization

Three Levels of Inference Profiling on the AMD MI300X

DeepSeek on vLLM V1: The Bottleneck Moved from KV Cache to Burst Admission

A systems-level look at MoE + MLA serving and low KV-cache pressure